• Optics and Precision Engineering
  • Vol. 30, Issue 22, 2889 (2022)
Ping CHEN*, Xuejun LEI, Can LI, Yiliang HU, and Shuang CHEN
Author Affiliations
  • College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing400044, China
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    DOI: 10.37188/OPE.20223022.2889 Cite this Article
    Ping CHEN, Xuejun LEI, Can LI, Yiliang HU, Shuang CHEN. Assembly of countersunk-hole parts based on 3D pose estimation and impedance control[J]. Optics and Precision Engineering, 2022, 30(22): 2889 Copy Citation Text show less
    Platform of robotic assembly
    Fig. 1. Platform of robotic assembly
    Outliers and noise of point cloud
    Fig. 2. Outliers and noise of point cloud
    Results of supervoxel segmentation and CPC clustering
    Fig. 3. Results of supervoxel segmentation and CPC clustering
    Results of supervoxel segmentation
    Fig. 4. Results of supervoxel segmentation
    Outliers and noise of the edge
    Fig. 5. Outliers and noise of the edge
    Schematic diagram of the weight function
    Fig. 6. Schematic diagram of the weight function
    Results of plane fitting
    Fig. 7. Results of plane fitting
    Point cloud
    Fig. 8. Point cloud
    Inliers of countersunk-hole
    Fig. 9. Inliers of countersunk-hole
    Profile of countersunk-hole
    Fig. 10. Profile of countersunk-hole
    Contact force generated when the cylindrical shaft part contacts the hole wall
    Fig. 11. Contact force generated when the cylindrical shaft part contacts the hole wall
    Platform of countersunk-hole part assembly
    Fig. 12. Platform of countersunk-hole part assembly
    Comparison of plane fitting results
    Fig. 13. Comparison of plane fitting results
    Comparison of plane fitting results under outliers
    Fig. 14. Comparison of plane fitting results under outliers
    Process of countersunk hole pose estimation
    Fig. 15. Process of countersunk hole pose estimation
    Assembly process
    Fig. 16. Assembly process
    Force and torque
    Fig. 17. Force and torque
    方法ABCDΔd/mmΔθ/(°)
    MSAC-0.023 3-0.020 9-10.053 60.094 21.793 1
    LS-0.024 9-0.022 8-1-2.063 80.092 51.935 7
    HT-0.027 5-0.021 5-10.634 00.095 72.000 0
    RANSAC0.377 20.587 02-1-0.328 60.093 415.876 6
    WRANSAC*-0.023 3-0.021 7-10.007 20.093 41.823 6
    Table 1. Comparison of plane fitting results
    方法ABCDΔd/mmΔθ/(°)
    MSAC-0.026 1-0.024 8-1-0.586 70.093 52.064
    LS-0.046 11.474 2-10.975 70.095 255.862 9
    HT-0.027 5-0.021 5-10.906 70.094 72.000 0
    RANSAC-0.098 40.031 9-1-0.977 50.093 86.698 3
    WRANSAC*-0.024 1-0.022 1-1-0.136 60.092 61.872 0
    Table 2. Comparison of plane fitting results under outliers
    姿态RMSEΔd/mmRMSEΔθ/(°)
    姿态10.3510.639
    姿态20.4250.513
    姿态30.3740.607
    姿态40.4980.688
    Table 3. Error of different postures
    Ping CHEN, Xuejun LEI, Can LI, Yiliang HU, Shuang CHEN. Assembly of countersunk-hole parts based on 3D pose estimation and impedance control[J]. Optics and Precision Engineering, 2022, 30(22): 2889
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